Multivariate Dependencies - Models, Analysis and Interpretation

Large observational studies involving research questions that require the measurement of several features on each individual arise in many fields including the social and medical sciences. This book sets out both the general concepts and the more technical statistical issues involved in analysis and interpretation. Numerous illustrative examples are described in outline and four studies are discussed in some detail. The use of graphical representations of dependencies and independencies among the features under study is stressed. This book is aimed at research workers using statistical methods as well as statisticians involved in empirical research.

Sommario

Introduction Aspects of Interpretation Technical Considerations Statistical Analysis Special Methods for Joint Responses Some Examples Strategical Aspects More Specialized Topics Appendices

Info autore

Cox, D.R.; Wermuth, Nanny

Riassunto

Large observational studies involving research questions that require the measurement of several features on each individual arise in many fields including the social and medical sciences. This book sets out both the general concepts and the more technical statistical issues involved in analysis and interpretation. Numerous illustrative examples are described in outline and four studies are discussed in some detail.

The use of graphical representations of dependencies and independencies among the features under study is stressed, both to incorporate available knowledge at the planning stage of an analysis and to summarize aspects important for interpretation after detailed statistical analysis is complete. This book is aimed at research workers using statistical methods as well as statisticians involved in empirical research.

Dettagli sul prodotto

• Autori: D R Cox, D. R. Cox, D. R. Wermuth Cox, D.R. Cox, D.r. (Nuffield College Cox, D.r. Wermuth Cox, Niels Keiding, Nanny Wermuth, Wermuth Nanny
• Con la collaborazione di: D.R. Cox (Editore della collana), Valerie Isham (Editore della collana), Niels Keiding (Editore della collana), Thomas A. Louis (Editore della collana), N. Reid (Editore della collana), R.J. Tibshirani (Editore della collana), Howell Tong (Editore della collana), Nanny Wermuth (Editore della collana)
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 31.12.2019
• EAN: 9780367401375
• ISBN: 978-0-367-40137-5
• Pagine: 272
• Serie: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
• Categorie: Scienze naturali, medicina, informatica, tecnica > Matematica > Teoria delle probabilità, stocastica, statistica matematica; MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Applied, Probability & statistics, Mathematical modelling, Probability and statistics